Course Name: Statistical Inference

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Statistics

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Course abstract

This course aims at giving the foundation knowledge of Probability and Statistical
Inference. In particular, it gives details of theory of Estimation and testing of hypothesis.
Both theoretical aspect will be discussed and practical problems will be dealt with in great
detail. This course will help students and practitioners of statistics at both UG and PG
level. This course will also serve as a foundation course for students workingon Machine
Learning.

Course Instructor

Niladri Chatterjee

Niladri Chatterjee is a Professor of Statistics and Computer Science in the Department of
Mathematics, IIT Delhi. He possesses B.Stat and M.Stat degree from Indian Statistical
Institute, Kolkata, India. He is also M.Tech in Computer Science. His PhD is from UCL,
London. He has more than 20 years of research and teaching experience in Statistical
Modeling, and Natural Language Processing and Text Data Analytics. He has guided six Ph.D
thesis in the above areas, and six students are currently pursuing their Ph.D under his
supervision. He has about 100 research publications to his credit.More info